Please use this identifier to cite or link to this item: https://hdl.handle.net/10216/19476
Author(s): João Abel Peças Lopes
Maria Helena Osório Pestana de Vasconcelos
Title: Security evaluation of interconnected systems with large wind power production using artificial intelligence systems
Issue Date: 2006
Abstract: This paper presents a new methodology to evaluate, within the framework of on-line security assessment, the dynamic behavior of interconnected power systems having an increased penetration of wind power production. This approach exploits functional knowledge generated off-line, the Regression Tree (RT) automatic learning method to perform Feature Subset Selection (FSS) and Artificial Neural Networks (ANN) to provide a way for fast evaluation of the security degree.
Subject: Energias renováveis, Inteligência artificial, Engenharia electrotécnica, electrónica e informática
Renewable energies, Artificial intelligence, Electrical engineering, Electronic engineering, Information engineering
Scientific areas: Ciências da engenharia e tecnologias::Engenharia electrotécnica, electrónica e informática
Engineering and technology::Electrical engineering, Electronic engineering, Information engineering
URI: https://repositorio-aberto.up.pt/handle/10216/19476
Source: First International ICSC Symposium on ARTIFICIAL INTELLIGENCE IN ENERGY SYSTEMS AND POWER, AIESP
Document Type: Artigo em Livro de Atas de Conferência Internacional
Rights: openAccess
License: https://creativecommons.org/licenses/by-nc/4.0/
Appears in Collections:FEUP - Artigo em Livro de Atas de Conferência Internacional

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